A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences

The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of...

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Published in:Climate of the Past
Main Authors: Kageyama, Masa, Sime, Louise C., Sicard, Marie, Guarino, Maria-Vittoria, de Vernal, Anne, Stein, Ruediger, Schroeder, David, Malmierca-Vallet, Irene, Abe-Ouchi, Ayako, Bitz, Cecilia, Braconnot, Pascale, Brady, Esther C., Cao, Jian, Chamberlain, Matthew A., Feltham, Danny, Guo, Chuncheng, LeGrande, Allegra N., Lohmann, Gerrit, Meissner, Katrin J., Menviel, Laurie, Morozova, Polina, Nisancioglu, Kerim H., Otto-Bliesner, Bette L., O'ishi, Ryouta, Ramos Buarque, Silvana, Salas y Melia, David, Sherriff-Tadano, Sam, Stroeve, Julienne, Shi, Xiaoxu, Sun, Bo, Tomas, Robert A., Volodin, Evgeny, Yeung, Nicholas K. H., Zhang, Qiong, Zhang, Zhongshi, Zheng, Weipeng, Ziehn, Tilo
Format: Article in Journal/Newspaper
Language:English
Published: European Geosciences Union 2021
Subjects:
Online Access:https://centaur.reading.ac.uk/95450/
https://centaur.reading.ac.uk/95450/1/cp-17-37-2021.pdf
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description The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of climate reconstructions is one of the objectives set up by the Paleoclimate Modelling Intercomparison Project for its contribution to the sixth phase of the Coupled Model Intercomparison Project. Here we analyse the results from 16 climate models in terms of Arctic sea ice. The multi-model mean reduction in minimum sea ice area from the pre industrial period (PI) to the LIG reaches 50 % (multi-model mean LIG area is 3.20×106 km2, compared to 6.46×106 km2 for the PI). On the other hand, there is little change for the maximum sea ice area (which is 15–16×106 km2 for both the PI and the LIG. To evaluate the model results we synthesise LIG sea ice data from marine cores collected in the Arctic Ocean, Nordic Seas and northern North Atlantic. The reconstructions for the northern North Atlantic show year-round ice-free conditions, and most models yield results in agreement with these reconstructions. Model–data disagreement appear for the sites in the Nordic Seas close to Greenland and at the edge of the Arctic Ocean. The northernmost site with good chronology, for which a sea ice concentration larger than 75 % is reconstructed even in summer, discriminates those models which simulate too little sea ice. However, the remaining models appear to simulate too much sea ice over the two sites south of the northernmost one, for which the reconstructed sea ice cover is seasonal. Hence models either underestimate or overestimate sea ice cover for the LIG, and their bias does not appear to be related to their bias for the pre-industrial period. Drivers for the inter-model differences are different phasing of the up and down short-wave anomalies over the Arctic Ocean, which are associated with differences in model albedo; possible cloud ...
format Article in Journal/Newspaper
author Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
de Vernal, Anne
Stein, Ruediger
Schroeder, David
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew A.
Feltham, Danny
Guo, Chuncheng
LeGrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin J.
Menviel, Laurie
Morozova, Polina
Nisancioglu, Kerim H.
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvana
Salas y Melia, David
Sherriff-Tadano, Sam
Stroeve, Julienne
Shi, Xiaoxu
Sun, Bo
Tomas, Robert A.
Volodin, Evgeny
Yeung, Nicholas K. H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
spellingShingle Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
de Vernal, Anne
Stein, Ruediger
Schroeder, David
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew A.
Feltham, Danny
Guo, Chuncheng
LeGrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin J.
Menviel, Laurie
Morozova, Polina
Nisancioglu, Kerim H.
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvana
Salas y Melia, David
Sherriff-Tadano, Sam
Stroeve, Julienne
Shi, Xiaoxu
Sun, Bo
Tomas, Robert A.
Volodin, Evgeny
Yeung, Nicholas K. H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
author_facet Kageyama, Masa
Sime, Louise C.
Sicard, Marie
Guarino, Maria-Vittoria
de Vernal, Anne
Stein, Ruediger
Schroeder, David
Malmierca-Vallet, Irene
Abe-Ouchi, Ayako
Bitz, Cecilia
Braconnot, Pascale
Brady, Esther C.
Cao, Jian
Chamberlain, Matthew A.
Feltham, Danny
Guo, Chuncheng
LeGrande, Allegra N.
Lohmann, Gerrit
Meissner, Katrin J.
Menviel, Laurie
Morozova, Polina
Nisancioglu, Kerim H.
Otto-Bliesner, Bette L.
O'ishi, Ryouta
Ramos Buarque, Silvana
Salas y Melia, David
Sherriff-Tadano, Sam
Stroeve, Julienne
Shi, Xiaoxu
Sun, Bo
Tomas, Robert A.
Volodin, Evgeny
Yeung, Nicholas K. H.
Zhang, Qiong
Zhang, Zhongshi
Zheng, Weipeng
Ziehn, Tilo
author_sort Kageyama, Masa
title A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_short A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_full A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_fullStr A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_full_unstemmed A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences
title_sort multi-model cmip6-pmip4 study of arctic sea ice at 127 ka: sea ice data compilation and model differences
publisher European Geosciences Union
publishDate 2021
url https://centaur.reading.ac.uk/95450/
https://centaur.reading.ac.uk/95450/1/cp-17-37-2021.pdf
geographic Arctic
Arctic Ocean
Greenland
geographic_facet Arctic
Arctic Ocean
Greenland
genre albedo
Arctic
Arctic
Arctic Ocean
Greenland
Nordic Seas
North Atlantic
Sea ice
genre_facet albedo
Arctic
Arctic
Arctic Ocean
Greenland
Nordic Seas
North Atlantic
Sea ice
op_relation https://centaur.reading.ac.uk/95450/1/cp-17-37-2021.pdf
Kageyama, M., Sime, L. C. orcid:0000-0002-9093-7926 , Sicard, M., Guarino, M.-V. orcid:0000-0002-7531-4560 , de Vernal, A., Stein, R. orcid:0000-0002-4453-9564 , Schroeder, D. <https://centaur.reading.ac.uk/view/creators/90005031.html> orcid:0000-0003-2351-4306 , Malmierca-Vallet, I. orcid:0000-0002-2871-9741 , Abe-Ouchi, A. orcid:0000-0003-1745-5952 , Bitz, C., Braconnot, P., Brady, E. C. orcid:0000-0001-7833-2249 , Cao, J., Chamberlain, M. A., Feltham, D. <https://centaur.reading.ac.uk/view/creators/90004991.html> orcid:0000-0003-2289-014X , Guo, C. orcid:0000-0001-6276-6499 , LeGrande, A. N., Lohmann, G. orcid:0000-0003-2089-733X , Meissner, K. J., Menviel, L. orcid:0000-0002-5068-1591 , Morozova, P. orcid:0000-0001-5959-7452 , Nisancioglu, K. H., Otto-Bliesner, B. L. orcid:0000-0003-1911-1598 , O'ishi, R. orcid:0000-0002-1001-9309 , Ramos Buarque, S. orcid:0000-0001-5687-1460 , Salas y Melia, D., Sherriff-Tadano, S., Stroeve, J., Shi, X., Sun, B., Tomas, R. A., Volodin, E., Yeung, N. K. H. orcid:0000-0002-6560-6658 , Zhang, Q. orcid:0000-0002-9137-2883 , Zhang, Z. orcid:0000-0002-2354-1622 , Zheng, W. orcid:0000-0003-1968-197X and Ziehn, T. orcid:0000-0001-9873-9775 (2021) A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences. Climate of the Past, 17 (1). pp. 37-62. ISSN 1814-9324 doi: https://doi.org/10.5194/cp-17-37-2021 <https://doi.org/10.5194/cp-17-37-2021>
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container_title Climate of the Past
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spelling ftunivreading:oai:centaur.reading.ac.uk:95450 2024-06-23T07:45:08+00:00 A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences Kageyama, Masa Sime, Louise C. Sicard, Marie Guarino, Maria-Vittoria de Vernal, Anne Stein, Ruediger Schroeder, David Malmierca-Vallet, Irene Abe-Ouchi, Ayako Bitz, Cecilia Braconnot, Pascale Brady, Esther C. Cao, Jian Chamberlain, Matthew A. Feltham, Danny Guo, Chuncheng LeGrande, Allegra N. Lohmann, Gerrit Meissner, Katrin J. Menviel, Laurie Morozova, Polina Nisancioglu, Kerim H. Otto-Bliesner, Bette L. O'ishi, Ryouta Ramos Buarque, Silvana Salas y Melia, David Sherriff-Tadano, Sam Stroeve, Julienne Shi, Xiaoxu Sun, Bo Tomas, Robert A. Volodin, Evgeny Yeung, Nicholas K. H. Zhang, Qiong Zhang, Zhongshi Zheng, Weipeng Ziehn, Tilo 2021-01-11 text https://centaur.reading.ac.uk/95450/ https://centaur.reading.ac.uk/95450/1/cp-17-37-2021.pdf en eng European Geosciences Union https://centaur.reading.ac.uk/95450/1/cp-17-37-2021.pdf Kageyama, M., Sime, L. C. orcid:0000-0002-9093-7926 , Sicard, M., Guarino, M.-V. orcid:0000-0002-7531-4560 , de Vernal, A., Stein, R. orcid:0000-0002-4453-9564 , Schroeder, D. <https://centaur.reading.ac.uk/view/creators/90005031.html> orcid:0000-0003-2351-4306 , Malmierca-Vallet, I. orcid:0000-0002-2871-9741 , Abe-Ouchi, A. orcid:0000-0003-1745-5952 , Bitz, C., Braconnot, P., Brady, E. C. orcid:0000-0001-7833-2249 , Cao, J., Chamberlain, M. A., Feltham, D. <https://centaur.reading.ac.uk/view/creators/90004991.html> orcid:0000-0003-2289-014X , Guo, C. orcid:0000-0001-6276-6499 , LeGrande, A. N., Lohmann, G. orcid:0000-0003-2089-733X , Meissner, K. J., Menviel, L. orcid:0000-0002-5068-1591 , Morozova, P. orcid:0000-0001-5959-7452 , Nisancioglu, K. H., Otto-Bliesner, B. L. orcid:0000-0003-1911-1598 , O'ishi, R. orcid:0000-0002-1001-9309 , Ramos Buarque, S. orcid:0000-0001-5687-1460 , Salas y Melia, D., Sherriff-Tadano, S., Stroeve, J., Shi, X., Sun, B., Tomas, R. A., Volodin, E., Yeung, N. K. H. orcid:0000-0002-6560-6658 , Zhang, Q. orcid:0000-0002-9137-2883 , Zhang, Z. orcid:0000-0002-2354-1622 , Zheng, W. orcid:0000-0003-1968-197X and Ziehn, T. orcid:0000-0001-9873-9775 (2021) A multi-model CMIP6-PMIP4 study of Arctic sea ice at 127 ka: sea ice data compilation and model differences. Climate of the Past, 17 (1). pp. 37-62. ISSN 1814-9324 doi: https://doi.org/10.5194/cp-17-37-2021 <https://doi.org/10.5194/cp-17-37-2021> cc_by_4 Article PeerReviewed 2021 ftunivreading https://doi.org/10.5194/cp-17-37-2021 2024-06-11T15:10:56Z The Last Interglacial period (LIG) is a period with increased summer insolation at high northern latitudes, which results in strong changes in the terrestrial and marine cryosphere. Understanding the mechanisms for this response via climate modelling and comparing the models' representation of climate reconstructions is one of the objectives set up by the Paleoclimate Modelling Intercomparison Project for its contribution to the sixth phase of the Coupled Model Intercomparison Project. Here we analyse the results from 16 climate models in terms of Arctic sea ice. The multi-model mean reduction in minimum sea ice area from the pre industrial period (PI) to the LIG reaches 50 % (multi-model mean LIG area is 3.20×106 km2, compared to 6.46×106 km2 for the PI). On the other hand, there is little change for the maximum sea ice area (which is 15–16×106 km2 for both the PI and the LIG. To evaluate the model results we synthesise LIG sea ice data from marine cores collected in the Arctic Ocean, Nordic Seas and northern North Atlantic. The reconstructions for the northern North Atlantic show year-round ice-free conditions, and most models yield results in agreement with these reconstructions. Model–data disagreement appear for the sites in the Nordic Seas close to Greenland and at the edge of the Arctic Ocean. The northernmost site with good chronology, for which a sea ice concentration larger than 75 % is reconstructed even in summer, discriminates those models which simulate too little sea ice. However, the remaining models appear to simulate too much sea ice over the two sites south of the northernmost one, for which the reconstructed sea ice cover is seasonal. Hence models either underestimate or overestimate sea ice cover for the LIG, and their bias does not appear to be related to their bias for the pre-industrial period. Drivers for the inter-model differences are different phasing of the up and down short-wave anomalies over the Arctic Ocean, which are associated with differences in model albedo; possible cloud ... Article in Journal/Newspaper albedo Arctic Arctic Arctic Ocean Greenland Nordic Seas North Atlantic Sea ice CentAUR: Central Archive at the University of Reading Arctic Arctic Ocean Greenland Climate of the Past 17 1 37 62